Pith Number

pith:DVVD3HDV

pith:2022:DVVD3HDV5BCFOQ3NUXVWYJEWIY

not attested not anchored not stored refs pending

Epistemic Monte Carlo Tree Search

Matthijs T. J. Spaan, Viliam Vadocz, Wendelin B\"ohmer, Yaniv Oren

arxiv:2210.13455 v6 · 2022-10-21 · cs.LG · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DVVD3HDV5BCFOQ3NUXVWYJEWIY}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Receipt and verification

First computed	2026-05-20T00:00:13.332930Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1d6a3d9c75e84457436da5eb6c24964627a1b52ce243fb2983b55f18c8e3bda8

Aliases

arxiv: 2210.13455 · arxiv_version: 2210.13455v6 · doi: 10.48550/arxiv.2210.13455 · pith_short_12: DVVD3HDV5BCF · pith_short_16: DVVD3HDV5BCFOQ3N · pith_short_8: DVVD3HDV

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/DVVD3HDV5BCFOQ3NUXVWYJEWIY \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 1d6a3d9c75e84457436da5eb6c24964627a1b52ce243fb2983b55f18c8e3bda8

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "48c348ef49e763236edaa7295e8a9a9622edd13e02c640fc485fb19b3745a006",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2022-10-21T09:59:15Z",
    "title_canon_sha256": "139d770d7d9d53b26707387bc681f903f223e78c533fc020bf85fe5d15fbba71"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2210.13455",
    "kind": "arxiv",
    "version": 6
  }
}